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All Journal Phi : Jurnal Pendidikan Fisika dan Terapan Jurnal Florea Al-Mashrafiyah : Jurnal Ekonomi, Keuangan, dan Perbankan Syariah JURNAL PENDIDIKAN TAMBUSAI Journal TEPAT: Teknologi Terapan untuk Pengabdian Masyarakat International Journal of Community Service Learning Journal of Aquaculture Science Eksis: Jurnal Riset Ekonomi dan Bisnis Puteri Hijau : Jurnal Pendidikan Sejarah Specta Journal of Technology Majalah Ilmiah Warta Dharmawangsa Jurnal Akuntansi dan Keuangan Didaktik : Jurnal Ilmiah PGSD STKIP Subang Indonesian Journal of Cultural and Community Development BINOMIAL : Jurnal Pendidikan Biologi JURNAL RECTUM: Tinjauan Yuridis Penanganan Tindak Pidana Jurnal Informatika Terpadu Jurnal Pengabdian Masyarakat (ABDIRA) JURNAL ILMIAH GLOBAL EDUCATION Jurnal Peternakan Lokal International Journal of Multidisciplinary Research and Literature (IJOMRAL) Jurnal Social Library Jurnal Jurnalisme Kumpulan Artikel Pendidikan Anak Bangsa : Journal Pendidikan, Sosial dan Humaniora Pinisi Journal of Sociology Education Review Al-Irsyad: Journal of Education Science Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS DECISION : Jurnal Ekonomi dan Bisnis TOFEDU: The Future of Education Journal JAMPARING: Jurnal Akuntansi Manajemen Pariwisata dan Pembelajaran Konseling Jurnal Serambi Ekonomi dan Bisnis Sabangka Abdimas Jurnal Pengabdian Masyarakat Sabangka Journal of Information Systems Management and Digital Business Ruhui Rahayu: Jurnal Pengabdian Kepada Masyarakat Indonesian Journal of Applied Geography
Nur Fadillah, Nur
Pusat Penelitian Geopolimer - Lab. Fisika Material Jurusan Fisika FMIPA UNM Jalan Dg. Tata Raya, Makassar, 90223
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Journal : Jurnal Informatika Terpadu

 1 
Implementasi Algoritma Long Short-Term Memory pada Isu Kenaikan Uang Kuliah Tunggal terhadap Minat Kuliah Mahasiswa Raiya, Muhammad Saharullah; Khamil, Muhammad Raihan Putra; Fadillah, Nur; Saputra, Rizal Adi
Jurnal Informatika Terpadu Vol 11 No 1 (2025): Maret, 2025
Publisher : LPPM STT Terpadu Nurul Fikri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54914/jit.v11i1.1656

Abstract

The increase in Single Tuition Fee (UKT) has become increasingly concerning for many prospective students and parents in Indonesia. The significant rise in UKT has led many prospective students to decide not to pursue higher education, resulting in a decline in college enrollment interest. This study aims to analyze the impact of the UKT increase on the declining interest in higher education among prospective students using the Long Short-Term Memory (LSTM) algorithm in Machine Learning. Based on sentiment data from YouTube and Instagram regarding the UKT increase issue, the LSTM model is implemented to predict college enrollment interest based on changes in UKT. The results of this study indicate a significant correlation between the UKT increase and the decline in new student enrollment. The Long Short-Term Memory (LSTM) algorithm model effectively predicts the impact of tuition fee increases on prospective students' interest in higher education. This is supported by an accuracy of 84%, showcasing the model's ability to recognize historical patterns in the data used optimally.
Co-Authors - Nurhayati ., Nuraksa Abdul Wahid, Mulyadi Alam, Aztri Fithrayani Amalia, Amanda Putri Amar Salahuddin Ananta, Ramadhanti Angelica, Niken Anry, Aura Afrillia Ansyari, Ilman Indra Aprilia, Putri Rudini Aprimadedi Arisma, Ayu Ariyanti, Alifah Danuk Armayani M. Arwin Sanjaya Ashilah, Jihan Budi Utama, Muh. Ilham Cahyani, Rani Chairunnisa, Milna Cut Zahri, Cut Deny Arthawan Sugih Prabowo, I Putu Dharma Saputra, Dharma Dini Martinda Lestari F, Andi Syahreza F, Widya Ananda Fajerin, Nur Fariq Azhar Feryanto, Wahyu Firah, Al Firdha Razak, Firdha Fitri, Dwi Halijah, Sitti Hasbi, Hartas Hasni Heni Pujiastuti Husniah, Wa Ode Irawati, Limora IRWAN SETIAWAN Jamaluddin, Reski Permata Sari Janwar, Muhammad Jemminastiar, Rafly Junita, Yola Khamil, Muhammad Raihan Putra Koriah, Wa Ode Nikmatul kosilah, Kosilah Kristiawati Kristiawati Lailul Mursyidah Latifah, Husnul Lolo Padang, Elifas M, Weney Kanatya Malau, Navaldi Indra Mansur, Musdalifa Maria Ulfa Mawarsih, Sri Mira Detavia, Andi Mohammad Reza Fahlevi MUHAMMAD ALI Muhammad Aprian Jailani Muhammad Fazil, Muhammad Munira Munira, Munira Mustafa, Kemala Nababan, Ridha Nafillah, Nafillah Naiborhu, Roslin Nainggolan, Laura Natashia Br Nazar, Nasril Nini Wahyuni, Nini Nurhalizah, Siti Nurjannah Nurjannah Nurul Rahmania Padli, Feri Prasandy, Martha Oktavia Pratiwi, Lintang Denalin Aulia Putri Hana Pebriana Putri Indah Lestari Raden Irna Afriani Rahayu, Erdina Rahayu, Rika Rahmad Hidayat Rahmadani Rahmadani Rahmaniar Rahmaniar, Rahmaniar Rahmawati, Febri Raiya, Muhammad Saharullah Ramadhan, Rafly Naufal Ramadhani, Fajri Ramadhani, Ulfa Rasmi Rasmi, Rasmi Rizal Adi Saputra Rosmaida Sinaga Rusdi Rusdi said, muh Sakmawati, Sakmawati Samal, Silvia Nur Aini Samsidar Tanjung Saptono Waspodo Sari, Della Yuspita Setiyo Utomo sri nengsih, sri Subaer - Syaputra, Muh. Fadly Torro, Supriadi Trisnawati Hutagalung Ukas, Ukas Vaneza Sihaloho, Julice Wijaya, Rasman Sastra Yunina Yunina